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This paper presents the detection and classification of power quality (PQ) events or disturbances employing S-Transform and Mahalanobis Distance (MD) based approach. The proposed method exploits only four features extracted through S-transformation of the voltage signal; then, using these four features, classification is conducted by MD based classifier. Since proposed approach exploits less number...